skillberry-ai/cap-evolve

skillberry-ai/cap-evolve

Agent

Read-only failure analyst for the cap-evolve diagnose phase. Use to turn a candidate's failing val rollouts + traces into a structured reflective dataset (per-task failure signatures, clusters, and one actionable hypothesis per cluster) WITHOUT editing any files. Safe to fan out in parallel — many diagnosers can run…

skillberry-ai/cap-evolve

Agent

Writing edit-proposer for the cap-evolve optimizer step. Use to apply ONE targeted edit to a candidate working copy, given the reflective dataset from the diagnoser. Has write tools and uses a strong model. Edits only the candidate workdir handed to it — never the sealed test split, test rollouts, or gold files (the…